The hum of the refrigerator was the only sound in the apartment. Emily watched the condensation drip down the side, each drop a tiny, insignificant event. Her birthday was today, coinciding with Chloe's extravagant gala. Emily had planned something, at one point. A small gathering at a favourite restaurant, nothing fancy. Now, the thought filled her with an overwhelming sense of… something she couldn’t name.

She poured a glass of water, the ice clinking softly. She had deleted her invite list off her phone. Chloe's party was likely in full swing, brimming with energy and excitement. She felt a heavy, leaden feeling in her chest.

She went to the window, watching the movement on the streets below. Everything felt so far away.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273